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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

Teamwork

11

The official Teamwork.com MCP server provides a standardized interface for AI agents to interact with Teamwork projects, tasks, and productivity tools using both HTTP and STDIO transports.

smartlead-mcp-server

11

🚀 Premier Model Context Protocol server for SmartLead cold email marketing automation. Complete API integration with 113 tools for campaign management, lead tracking, deliverability optimization, and analytics. Works with Claude Desktop, Cursor, Windsurf, Continue.dev. Zero-config NPX installation.

122 tools

vector_mcp

11

A server implementation for the Model Context Protocol (MCP) in Ruby.

10 tools

Nano Banana Pro (Gemini)

11

An MCP server that integrates Google's Gemini API to allow AI agents to generate, edit, and describe images using models like Gemini 3 Pro and Gemini 2.5 Flash.

3 tools

openwebui-mcp-setup

11

Universal MCPO/MCP bridge for Open Web UI with AI-powered configuration. Automated setup generation, Docker support, beginner-friendly. Any AI assistant can instantly convert MCP configs to working Open Web UI integrations.

Local History

11

MCP server for accessing VS Code/Cursor's Local History.

6 tools

llms-txt-generator

11

The ultimate AI-powered generator for llms.txt and llms-full.txt files.

1 tool

data-commons-search

11

The EOSC Data Commons Search server provides natural language search capabilities over open-access datasets using OpenSearch and LLM-assisted discovery via the Model Context Protocol.

2 tools

uk-case-law-mcp-server

11

MCP server for UK case law using The National Archives API. Enables LLMs to search, retrieve, and cite UK legal judgments.

2 tools

2slides

11

The 2slides MCP server enables AI models to generate professional presentations, search themes, and create slides from reference images using the 2slides.com API.

4 tools

osmmcp

11

OpenStreetMap MCP server providing precision geospatial tools for LLMs via Model Context Protocol. Features geocoding, routing, nearby places, neighborhood analysis, EV charging stations, and more.

23 tools

docs-mcp

11

A hierarchically-aware RAG system and MCP server for Vaadin documentation, enabling intelligent search and navigation across Flow (Java) and Hilla (React) frameworks.

3 tools

OpenSearch

11

A Model Context Protocol server that facilitates natural language interaction with OpenSearch clusters for index management, document searching, and cluster health monitoring.

6 tools

@kajidog/mcp-tts-voicevox

Needs Setup
11

A VOICEVOX engine integration for MCP that enables AI assistants to perform high-quality Japanese text-to-speech with multi-character support and low-latency streaming.

7 tools

Agent Rules

11

A tool that allows AI agents to fetch and apply coding standards and best practices directly from GitHub repositories without requiring local rule files.

2 tools

Replicate Flux

11

MCP (Model Context Protocol) Server. Connects to Replicate's image generation models, enabling text-to-image creation with automatic cloud storage of results for seamless visual content integration.

1 tool

MCPQL (SQL Server)

11

A robust SQL Server connector for MCP that enables comprehensive database analysis, schema inspection, stored procedure execution, and data exploration with built-in security controls.

11 tools

Yango Tech B2B API

11

MCP (Model Context Protocol) Server. Integrates with Yango Tech's B2B API for retail operations, enabling access to order details, product information, and stock data for automated inventory management and order tracking.

6 tools

YNAB

11

A Model Context Protocol (MCP) server for integrating with YNAB (You Need A Budget), allowing AI assistants to securely access and analyze your financial data.

13 tools

Cartesia

11

A platform integration for Cartesia's voice API, enabling text-to-speech, voice cloning, localization, and audio infilling capabilities.

Sakura Cloud

11

MCP (Model Context Protocol) Server. Enables management of Sakura Cloud infrastructure resources including servers, disks, networks, and containerized applications through natural language commands.

46 tools

Dokploy

11

MCP (Model Context Protocol) Server. Middleware layer for managing containerized applications and infrastructure through Dokploy API with advanced connection management and simplified tool organization for project, application, database, and Docker container operations.

12 tools

open-targets-platform-mcp

11

A specialized MCP server for interacting with the Open Targets Platform GraphQL API, enabling AI assistants to perform drug discovery research and find target-disease associations.

4 tools

Travel MCP Server

11

A comprehensive travel planning server that integrates flight and accommodation searches, real-time currency conversion, weather forecasting, and budget calculation tools.

5 tools

Bangumi TV

11

MCP (Model Context Protocol) Server. Integrates with Bangumi TV API to retrieve anime information, user data, and media details for tracking and discovering anime and manga collections

16 tools

DuckDuckGo Search

11

A web search and data extraction MCP server that integrates with DuckDuckGo to provide structured search results, page content summarization, and contextual search suggestions for LLMs.

3 tools

Claude Command Runner

11

A robust MCP server that bridges Claude with macOS terminal applications, offering automated command execution, real-time output streaming, and persistent command templates.

10 tools

Unsplash

11

MCP (Model Context Protocol) Server. Integrates with Unsplash's image search API to enable keyword-based photo discovery with filtering by pagination, sorting, color, and orientation parameters for seamless image incorporation into projects.

Simple PostgreSQL

11

MCP (Model Context Protocol) Server. Provides direct SQL query execution against PostgreSQL databases with configurable read-only and write operation modes, connection pooling, and built-in query validation for database analysis and administrative tasks.

Better Playwright

11

A high-performance Playwright-based browser automation server featuring 91%+ DOM compression via intelligent list folding and ripgrep-powered semantic search for efficient AI interaction.

20 tools